DocumentCode
3547772
Title
CNN wave based computation for robot navigation on ACE16K
Author
Arena, P. ; Fortuna, Luigi ; Frasca, Mattia ; Vagliasindi, G. ; Basile, Agata
Author_Institution
Dipt. di Ingegneria Elettrica, Elettronica e dei Sistemi, Universita degli Studi di Catania, Italy
fYear
2005
fDate
23-26 May 2005
Firstpage
5818
Abstract
The CNN wave based computation is an approach for real time robot navigation in a complex environment based on the idea of considering the environment in which the robot moves as an excitable medium. Obstacles represent the sources of autowave generation. The waveform propagating in the CNN medium provide to the robot all the information to achieve an adaptive motion avoiding the obstacles. In this paper we implement entirely this strategy on the ACE16K CNN-chip.
Keywords
cellular neural nets; collision avoidance; mobile robots; navigation; neural chips; real-time systems; robot vision; ACE16K; ACE16K CNN-chip; CNN wave based computation; adaptive motion; autowave generation; obstacle avoidance; real time robot navigation; robot navigation; Cellular neural networks; Circuits; Computer applications; Computer architecture; Engines; Hardware; Motion planning; Navigation; Robotics and automation; Robots;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN
0-7803-8834-8
Type
conf
DOI
10.1109/ISCAS.2005.1465961
Filename
1465961
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